Yurii Dubas, Lviv Polytechnic National University, Ukraine Nataliya Kunanets, Lviv Polytechnic National University, Ukraine Context. This work examines the possible influence of external factors on the student when choosing disciplines for the formation of an individual educational trajectory (IET). It has been established that the formation of IET depends not only on the student but…

Renata Vladyka,  Lviv Polytechnic National University, Lviv, Ukraine Andrii Sydor,  Lviv Polytechnic National University, Lviv, Ukraine Today, artificial intelligence is a large branch of computer science, the task of which is to create intelligent machines to perform tasks related to the use of human intelligence. The main purpose of creating artificial intelligence was to simplify the life of a person and…

Bohdan Osmuk, Lviv Polytechnic National University, Lviv, Ukraine Andrii  Sydor, Lviv Polytechnic National University, Lviv, Ukraine Artificial Intelligence is a frontier of technological advances today. It is the most promising and fastest growing area of IT. AI is crawling up into our lives imperceptibly. Ideas, that were science fiction a decade ago, are our reality now. Imagine, you wake up right…

Olena Pavliuk, Lviv Polytechnic National University, Lviv, Ukraine Myroslav Mishchuk, Lviv Polytechnic National University, Lviv, Ukraine Abstract. Due to the advancement and pervasiveness of wearable sensors, Human Activity Recognition (HAR) has lately become the focus of scientific study. HAR has applications in various fields, including sports, fall detection and prevention, anomalous activity detection, digital health and mobile medicine. Convolutional Neural…

Roman Sulymka, Lviv Polytechnic National University, Lviv, Ukraine Dmytro Fedasyuk, Lviv Polytechnic National University, Lviv, Ukraine Abstract. The paper presents the results of pollution forecasting using ARIMA and LSTM models based on time series and neural networks. Features of the use of ARIMA and LSTM models for air pollution forecasting have been revealed. The LSTM method was found to show…

Anastasiia Vasylieva, Lviv Polytechnic National University, Lviv, Ukraine Roman Melnyk, Lviv Polytechnic National University, Lviv, Ukraine Abstract: Cloud types classification is a kind of image classification problem, which can be solved using supervised and unsupervised machine learning methods and artificial neural networks. In this research, the convolutional neural network was proposed to classify cloud images captured by the NOAA-20…

Mykola Logoyda, Lviv Polytechnic National University, Lviv, Ukraine Abstract. The paper presents a concept of a process of personalized font design using the FontLab Studio software environment. The font is based on one’s own handwriting. Keywords: font, handwritten font, personalized font, FontLab Studio Introduction The relevance of fonts as an object of research is determined by the…

Taras Voloshko, Tetiana Shestakevych, Lviv Polytechnic National University, Lviv, Ukraine Abstract – Hyper-casual games gained popularity with a simple plot and easy interaction. Developers should consider the short life of such a game, so they use game engines, which help build the basis of the game. Choosing the most relevant engine is an actual and…

Melnykova Nataliia Abstract The article covers the formalization of time-dependent and time-independent data of various origins of the investigated object, which are necessary for personalization of patient’s data in the process of seeking an individual approach to choosing a treatment strategy. This allowed to simulate the warehouse of the state of the object being studied…

Melnykova Nataliia Abstract The study was conducted on the applying of machine learning methods to search for key clusters, which made it possible to investigate individual patient characteristics, and to determine distances between cluster instances. It was suggested to determine the average distance between instances in order to find optimal performance metrics. That will determine…